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07/06/2023
Pruning vs Quantization: Which is Better?
Neural network pruning and quantization techniques are almost as old as ...
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03/31/2023
FP8 versus INT8 for efficient deep learning inference
Recently, the idea of using FP8 as a number format for neural network tr...
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08/19/2022
FP8 Quantization: The Power of the Exponent
When quantizing neural networks for efficient inference, low-bit integer...
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01/20/2022
Neural Network Quantization with AI Model Efficiency Toolkit (AIMET)
While neural networks have advanced the frontiers in many machine learni...
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12/21/2021
Implicit Neural Video Compression
We propose a method to compress full-resolution video sequences with imp...
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06/15/2021
A White Paper on Neural Network Quantization
While neural networks have advanced the frontiers in many applications, ...
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04/20/2020
